Dungeon generation for roguelike

Thinking about filling the map with a random number per tile and then using markov for generating the structures. Any thought? What does nikita think?

>>3
Here is how:
https://github.com/saniv/markov_sort

with a simple extension you can turn markov chains into a neural networks equivalent.